Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products.
Tharun MediniQixuan HuangYiqiu WangVijai MohanAnshumali ShrivastavaPublished in: CoRR (2019)
Keyphrases
- search algorithm
- classification accuracy
- pattern recognition
- feature selection
- case study
- pattern classification
- support vector machine svm
- classification method
- search methods
- search space
- automatic classification
- classification models
- decision trees
- memory space
- search strategy
- classification scheme
- classification systems
- log analysis
- fractal image encoding
- decision rules
- image classification
- benchmark datasets
- feature space
- preprocessing
- data structure
- class labels
- text classification
- classification algorithm
- neural network
- supply chain
- support vector machine
- training set
- feature extraction
- website
- learning algorithm
- information retrieval